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As X, Do Y: How Persona and Task Combine in Instruction-Tuned LLMs

cs.CL · 2026-05-22 · unverdicted · novelty 7.0

Persona and task in role prompts decompose additively into orthogonal directions at the prompt-to-answer transition in LLM residual streams, but this local structure does not allow compressing the prompt into a single cached residual vector because generation depends on distributed attention to the原

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  • As X, Do Y: How Persona and Task Combine in Instruction-Tuned LLMs cs.CL · 2026-05-22 · unverdicted · none · ref 8

    Persona and task in role prompts decompose additively into orthogonal directions at the prompt-to-answer transition in LLM residual streams, but this local structure does not allow compressing the prompt into a single cached residual vector because generation depends on distributed attention to the原